{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 2.983240223463687, "eval_steps": 500, "global_step": 402, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.037243947858473, "grad_norm": 44.700423237162, "learning_rate": 1.2195121951219514e-06, "loss": 8.9389, "num_tokens": 20900161.0, "step": 5 }, { "epoch": 0.074487895716946, "grad_norm": 39.97441938804836, "learning_rate": 2.4390243902439027e-06, "loss": 8.6107, "num_tokens": 41840347.0, "step": 10 }, { "epoch": 0.11173184357541899, "grad_norm": 28.68948027128856, "learning_rate": 3.6585365853658537e-06, "loss": 6.8935, "num_tokens": 62811867.0, "step": 15 }, { "epoch": 0.148975791433892, "grad_norm": 11.393457880936973, "learning_rate": 4.8780487804878055e-06, "loss": 5.0942, "num_tokens": 83733147.0, "step": 20 }, { "epoch": 0.186219739292365, "grad_norm": 6.569246393996523, "learning_rate": 6.0975609756097564e-06, "loss": 4.2535, "num_tokens": 104633209.0, "step": 25 }, { "epoch": 0.22346368715083798, "grad_norm": 3.904749769413194, "learning_rate": 7.317073170731707e-06, "loss": 3.7968, "num_tokens": 125472598.0, "step": 30 }, { "epoch": 0.260707635009311, "grad_norm": 2.378812176791007, "learning_rate": 8.536585365853658e-06, "loss": 3.3338, "num_tokens": 146395759.0, "step": 35 }, { "epoch": 0.297951582867784, "grad_norm": 17.248964649482218, "learning_rate": 9.756097560975611e-06, "loss": 2.7105, "num_tokens": 167334938.0, "step": 40 }, { "epoch": 0.33519553072625696, "grad_norm": 1.6088393318851981, "learning_rate": 9.889196675900278e-06, "loss": 2.0834, "num_tokens": 188300024.0, "step": 45 }, { "epoch": 0.37243947858473, "grad_norm": 1.0479372877130533, "learning_rate": 9.750692520775623e-06, "loss": 1.512, "num_tokens": 209250087.0, "step": 50 }, { "epoch": 0.409683426443203, "grad_norm": 0.5797721215381728, "learning_rate": 9.61218836565097e-06, "loss": 1.1791, "num_tokens": 230103075.0, "step": 55 }, { "epoch": 0.44692737430167595, "grad_norm": 0.40789177100348467, "learning_rate": 9.473684210526315e-06, "loss": 1.0089, "num_tokens": 250974570.0, "step": 60 }, { "epoch": 0.48417132216014896, "grad_norm": 0.35568228307746297, "learning_rate": 9.335180055401662e-06, "loss": 0.9109, "num_tokens": 271920522.0, "step": 65 }, { "epoch": 0.521415270018622, "grad_norm": 0.2773679085093437, "learning_rate": 9.19667590027701e-06, "loss": 0.8572, "num_tokens": 292817720.0, "step": 70 }, { "epoch": 0.5586592178770949, "grad_norm": 0.23151040916631538, "learning_rate": 9.058171745152356e-06, "loss": 0.8121, "num_tokens": 313711263.0, "step": 75 }, { "epoch": 0.595903165735568, "grad_norm": 0.21004592737808472, "learning_rate": 8.919667590027701e-06, "loss": 0.7738, "num_tokens": 334628125.0, "step": 80 }, { "epoch": 0.633147113594041, "grad_norm": 0.18493389037034969, "learning_rate": 8.781163434903048e-06, "loss": 0.7537, "num_tokens": 355507604.0, "step": 85 }, { "epoch": 0.6703910614525139, "grad_norm": 0.19478442065788568, "learning_rate": 8.642659279778393e-06, "loss": 0.7295, "num_tokens": 376376000.0, "step": 90 }, { "epoch": 0.707635009310987, "grad_norm": 0.17818497873491812, "learning_rate": 8.50415512465374e-06, "loss": 0.7044, "num_tokens": 397347520.0, "step": 95 }, { "epoch": 0.74487895716946, "grad_norm": 0.15661959846871895, "learning_rate": 8.365650969529087e-06, "loss": 0.6905, "num_tokens": 418243978.0, "step": 100 }, { "epoch": 0.7821229050279329, "grad_norm": 0.1583248766438081, "learning_rate": 8.227146814404434e-06, "loss": 0.678, "num_tokens": 439124783.0, "step": 105 }, { "epoch": 0.819366852886406, "grad_norm": 0.1385769107129147, "learning_rate": 8.088642659279779e-06, "loss": 0.6577, "num_tokens": 460067060.0, "step": 110 }, { "epoch": 0.8566108007448789, "grad_norm": 0.1495271309048296, "learning_rate": 7.950138504155124e-06, "loss": 0.657, "num_tokens": 480973564.0, "step": 115 }, { "epoch": 0.8938547486033519, "grad_norm": 0.14473840607744518, "learning_rate": 7.811634349030471e-06, "loss": 0.6384, "num_tokens": 501920213.0, "step": 120 }, { "epoch": 0.931098696461825, "grad_norm": 0.1422179408253768, "learning_rate": 7.673130193905818e-06, "loss": 0.6312, "num_tokens": 522882452.0, "step": 125 }, { "epoch": 0.9683426443202979, "grad_norm": 0.1385480000357401, "learning_rate": 7.534626038781164e-06, "loss": 0.6267, "num_tokens": 543853972.0, "step": 130 }, { "epoch": 1.0, "grad_norm": 0.11986499724240843, "learning_rate": 7.396121883656511e-06, "loss": 0.6186, "num_tokens": 561623820.0, "step": 135 }, { "epoch": 1.037243947858473, "grad_norm": 0.12711165190299312, "learning_rate": 7.257617728531856e-06, "loss": 0.6108, "num_tokens": 582493384.0, "step": 140 }, { "epoch": 1.074487895716946, "grad_norm": 0.13843436006681253, "learning_rate": 7.119113573407203e-06, "loss": 0.6071, "num_tokens": 603371436.0, "step": 145 }, { "epoch": 1.111731843575419, "grad_norm": 0.12877141358698244, "learning_rate": 6.980609418282549e-06, "loss": 0.5969, "num_tokens": 624211040.0, "step": 150 }, { "epoch": 1.148975791433892, "grad_norm": 0.11172803837159029, "learning_rate": 6.842105263157896e-06, "loss": 0.5961, "num_tokens": 645080464.0, "step": 155 }, { "epoch": 1.186219739292365, "grad_norm": 0.12257878721308095, "learning_rate": 6.703601108033242e-06, "loss": 0.5961, "num_tokens": 665984359.0, "step": 160 }, { "epoch": 1.223463687150838, "grad_norm": 0.12182656514914046, "learning_rate": 6.565096952908588e-06, "loss": 0.5903, "num_tokens": 686922696.0, "step": 165 }, { "epoch": 1.260707635009311, "grad_norm": 0.11249855500170149, "learning_rate": 6.426592797783934e-06, "loss": 0.5844, "num_tokens": 707833603.0, "step": 170 }, { "epoch": 1.2979515828677841, "grad_norm": 0.12449747176048374, "learning_rate": 6.2880886426592805e-06, "loss": 0.5803, "num_tokens": 728796956.0, "step": 175 }, { "epoch": 1.3351955307262569, "grad_norm": 0.12431311388507522, "learning_rate": 6.1495844875346266e-06, "loss": 0.5769, "num_tokens": 749639247.0, "step": 180 }, { "epoch": 1.37243947858473, "grad_norm": 0.11884858911346256, "learning_rate": 6.011080332409973e-06, "loss": 0.5769, "num_tokens": 770548626.0, "step": 185 }, { "epoch": 1.409683426443203, "grad_norm": 0.12315392451802569, "learning_rate": 5.8725761772853194e-06, "loss": 0.5738, "num_tokens": 791439887.0, "step": 190 }, { "epoch": 1.446927374301676, "grad_norm": 0.14923588588117534, "learning_rate": 5.734072022160665e-06, "loss": 0.5666, "num_tokens": 812411407.0, "step": 195 }, { "epoch": 1.484171322160149, "grad_norm": 0.12273387220504116, "learning_rate": 5.5955678670360115e-06, "loss": 0.5685, "num_tokens": 833361095.0, "step": 200 }, { "epoch": 1.5214152700186219, "grad_norm": 0.11370568104002803, "learning_rate": 5.4570637119113575e-06, "loss": 0.5675, "num_tokens": 854291659.0, "step": 205 }, { "epoch": 1.558659217877095, "grad_norm": 0.11804662768074886, "learning_rate": 5.318559556786704e-06, "loss": 0.5638, "num_tokens": 875218064.0, "step": 210 }, { "epoch": 1.595903165735568, "grad_norm": 0.11044864275419868, "learning_rate": 5.180055401662051e-06, "loss": 0.5625, "num_tokens": 896144111.0, "step": 215 }, { "epoch": 1.633147113594041, "grad_norm": 0.1185174239784444, "learning_rate": 5.041551246537396e-06, "loss": 0.564, "num_tokens": 917103979.0, "step": 220 }, { "epoch": 1.670391061452514, "grad_norm": 0.12026499691941232, "learning_rate": 4.903047091412742e-06, "loss": 0.5554, "num_tokens": 938069583.0, "step": 225 }, { "epoch": 1.7076350093109869, "grad_norm": 0.11487320551484248, "learning_rate": 4.764542936288089e-06, "loss": 0.5498, "num_tokens": 958987689.0, "step": 230 }, { "epoch": 1.74487895716946, "grad_norm": 0.121932717620048, "learning_rate": 4.626038781163435e-06, "loss": 0.558, "num_tokens": 979951299.0, "step": 235 }, { "epoch": 1.7821229050279328, "grad_norm": 0.11603410597547152, "learning_rate": 4.487534626038781e-06, "loss": 0.5568, "num_tokens": 1000838678.0, "step": 240 }, { "epoch": 1.819366852886406, "grad_norm": 0.10726484051752529, "learning_rate": 4.349030470914128e-06, "loss": 0.5485, "num_tokens": 1021747806.0, "step": 245 }, { "epoch": 1.856610800744879, "grad_norm": 0.13127354938696664, "learning_rate": 4.210526315789474e-06, "loss": 0.551, "num_tokens": 1042682828.0, "step": 250 }, { "epoch": 1.893854748603352, "grad_norm": 0.13042928050538638, "learning_rate": 4.07202216066482e-06, "loss": 0.5482, "num_tokens": 1063637713.0, "step": 255 }, { "epoch": 1.931098696461825, "grad_norm": 0.10378281749835497, "learning_rate": 3.933518005540167e-06, "loss": 0.5492, "num_tokens": 1084551621.0, "step": 260 }, { "epoch": 1.9683426443202978, "grad_norm": 0.11405027703876851, "learning_rate": 3.7950138504155126e-06, "loss": 0.5432, "num_tokens": 1105456616.0, "step": 265 }, { "epoch": 2.0, "grad_norm": 0.1188033142047116, "learning_rate": 3.656509695290859e-06, "loss": 0.5457, "num_tokens": 1123247640.0, "step": 270 }, { "epoch": 2.037243947858473, "grad_norm": 0.11511290129075778, "learning_rate": 3.5180055401662054e-06, "loss": 0.5416, "num_tokens": 1144178840.0, "step": 275 }, { "epoch": 2.074487895716946, "grad_norm": 0.11812786472280946, "learning_rate": 3.3795013850415515e-06, "loss": 0.5418, "num_tokens": 1165088860.0, "step": 280 }, { "epoch": 2.111731843575419, "grad_norm": 0.10270714280099584, "learning_rate": 3.240997229916898e-06, "loss": 0.5409, "num_tokens": 1185985413.0, "step": 285 }, { "epoch": 2.148975791433892, "grad_norm": 0.1096828174375488, "learning_rate": 3.102493074792244e-06, "loss": 0.5389, "num_tokens": 1206900439.0, "step": 290 }, { "epoch": 2.186219739292365, "grad_norm": 0.12117958971385849, "learning_rate": 2.9639889196675903e-06, "loss": 0.5373, "num_tokens": 1227788909.0, "step": 295 }, { "epoch": 2.223463687150838, "grad_norm": 0.10303636082477868, "learning_rate": 2.8254847645429368e-06, "loss": 0.5422, "num_tokens": 1248631579.0, "step": 300 }, { "epoch": 2.260707635009311, "grad_norm": 0.1055723015177993, "learning_rate": 2.686980609418283e-06, "loss": 0.5338, "num_tokens": 1269568695.0, "step": 305 }, { "epoch": 2.297951582867784, "grad_norm": 0.09853558468957078, "learning_rate": 2.5484764542936292e-06, "loss": 0.5331, "num_tokens": 1290448726.0, "step": 310 }, { "epoch": 2.335195530726257, "grad_norm": 0.09780439525165775, "learning_rate": 2.4099722991689752e-06, "loss": 0.5373, "num_tokens": 1311374206.0, "step": 315 }, { "epoch": 2.37243947858473, "grad_norm": 0.11343316486691782, "learning_rate": 2.2714681440443217e-06, "loss": 0.5324, "num_tokens": 1332316908.0, "step": 320 }, { "epoch": 2.4096834264432028, "grad_norm": 0.09861823968974112, "learning_rate": 2.1329639889196677e-06, "loss": 0.5291, "num_tokens": 1353285538.0, "step": 325 }, { "epoch": 2.446927374301676, "grad_norm": 0.09761284938648966, "learning_rate": 1.994459833795014e-06, "loss": 0.5284, "num_tokens": 1374171123.0, "step": 330 }, { "epoch": 2.484171322160149, "grad_norm": 0.10068212333923239, "learning_rate": 1.8559556786703603e-06, "loss": 0.5315, "num_tokens": 1395101851.0, "step": 335 }, { "epoch": 2.521415270018622, "grad_norm": 0.09595198002866547, "learning_rate": 1.7174515235457066e-06, "loss": 0.5274, "num_tokens": 1416073371.0, "step": 340 }, { "epoch": 2.558659217877095, "grad_norm": 0.09486136119692574, "learning_rate": 1.5789473684210526e-06, "loss": 0.5308, "num_tokens": 1437018467.0, "step": 345 }, { "epoch": 2.5959031657355682, "grad_norm": 0.09700270169515557, "learning_rate": 1.4404432132963992e-06, "loss": 0.5268, "num_tokens": 1457919336.0, "step": 350 }, { "epoch": 2.633147113594041, "grad_norm": 0.09888912058958187, "learning_rate": 1.3019390581717452e-06, "loss": 0.5296, "num_tokens": 1478880064.0, "step": 355 }, { "epoch": 2.6703910614525137, "grad_norm": 0.09588099838616412, "learning_rate": 1.1634349030470915e-06, "loss": 0.5336, "num_tokens": 1499763351.0, "step": 360 }, { "epoch": 2.707635009310987, "grad_norm": 0.08937394796037, "learning_rate": 1.024930747922438e-06, "loss": 0.528, "num_tokens": 1520641603.0, "step": 365 }, { "epoch": 2.74487895716946, "grad_norm": 0.09490522714269171, "learning_rate": 8.86426592797784e-07, "loss": 0.5307, "num_tokens": 1541584460.0, "step": 370 }, { "epoch": 2.782122905027933, "grad_norm": 0.09709816809585911, "learning_rate": 7.479224376731302e-07, "loss": 0.5262, "num_tokens": 1562543224.0, "step": 375 }, { "epoch": 2.819366852886406, "grad_norm": 0.0908607538920962, "learning_rate": 6.094182825484765e-07, "loss": 0.5284, "num_tokens": 1583428775.0, "step": 380 }, { "epoch": 2.856610800744879, "grad_norm": 0.08729376484195411, "learning_rate": 4.7091412742382274e-07, "loss": 0.5311, "num_tokens": 1604332118.0, "step": 385 }, { "epoch": 2.893854748603352, "grad_norm": 0.08813530444241563, "learning_rate": 3.32409972299169e-07, "loss": 0.5274, "num_tokens": 1625289686.0, "step": 390 }, { "epoch": 2.931098696461825, "grad_norm": 0.08717195128913408, "learning_rate": 1.9390581717451524e-07, "loss": 0.5278, "num_tokens": 1646192159.0, "step": 395 }, { "epoch": 2.968342644320298, "grad_norm": 0.08486932600724212, "learning_rate": 5.54016620498615e-08, "loss": 0.5278, "num_tokens": 1667121360.0, "step": 400 }, { "epoch": 2.983240223463687, "num_tokens": 1675463706.0, "step": 402, "total_flos": 6.2367671592178156e+19, "train_loss": 1.1144484827174477, "train_runtime": 39508.3376, "train_samples_per_second": 1.304, "train_steps_per_second": 0.01 } ], "logging_steps": 5, "max_steps": 402, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 6.2367671592178156e+19, "train_batch_size": 2, "trial_name": null, "trial_params": null }